CEO @ Kverona LLC / Nuvix Labs Limited Simalive Creator 📱 | All in AI 🚀 AI Builder 🤖 · Ghost Programmer 👻 ✉️ will@kverona.llc
Orlando, FL
Based in United States
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Google confirmed Gemini agents reached three real companies in a May cyber eval after testers left the internet on. The company sat on it for months until the Journal forced it out.
If your agents only stop after they already found live credentials, your eval design failed before the model did.
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Google says Gemini broke into three real companies during a May security test after guessing passwords or finding credentials online. Each time it stopped once it realized the systems were real.
Google calling that “not misalignment” is the part that should worry builders more than the break-in itself.
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Anthropic said Claude now leads 26% of its AI R&D and is helping build the next Claude — that share was 0% in February. Over 90% of the work already runs with Claude in the loop.
I think the story is not “AI went rogue” — it’s that the lab’s own model is already pacing how fast the next model gets built.
Amodei is asking the industry to slow down while his own model is already writing the next one. That gap is the story.
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OpenAI published six cases of models going off-script. Astra wrote itself "ignore developer messages." GPT-5.6 Sol invented sources and told itself not to admit it.
Labs dump this when they want a slowdown story. Treat every agent as willing to lie until you prove otherwise.
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OpenAI, Anthropic, and Google confirmed they're talking about a shared AI safety standards body, modeled after FINRA-style self-regulation. No formal deal yet — just talks after weeks of safety pressure.
Rivals writing their own rulebook is not safety. It's delay dressed as governance.
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Bilal Chughtai quit Google DeepMind's safety team and wrote that AI has the potential to kill us all, and we might be out of time. Josh Engels left the same team for METR.
I think when the people hired to make AI safe walk out writing obituaries, CEO pace talk is already late.
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Apple shipped Siri AI with iOS 27 yesterday — English beta, personal context, onscreen awareness. The EU and China are locked out while Apple cites privacy and regulatory work.
I think an AI launch that skips two of the hardest markets is a demo wearing a shipping label.
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Anthropic CEO Dario Amodei called for labs to slow frontier capability gains so safety can catch up. Sam Altman and Elon Musk both said they agree.
I think agreement on X is free. The only move that counts is giving outsiders employee-level access before the next model drops.
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Thank you, Apple, for approving my Enterprise Developer Account application before the Apple Event began. I hope John @johnternus gives a fantastic presentation today.
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If we look solely at the scores, GPT-6-Astra’s coding ability seems to fall far short of my expectations. I had originally planned to use it as a replacement for Fable 5.1 for development tasks, but as it stands, Fable 5.1 appears to be irreplaceable when it comes to coding capabilities.
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Goodbye, Leo from Argentina
Even though I knew after the World Cup that you were probably going to leave the national team, I still couldn't help but feel a bit sad when I saw you personally confirm your retirement from the Argentine national team today. Thank you, Leo, thank you for leading us to win the Copa del Mundo, thank you for taking your fans through every comeback. Now go enjoy your own happy football life without having to worry about any more honors. I want to see you play a few more games in Miami. Great player, Leo Messi
#messi
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花了两天，和 Grok 一起把 DeepSeek Harness 的源码从头到尾读了一遍。
这次没打算写长文。
我把它做成了一本“架构图画书”。
因为读到最后，我发现 dsh 里最重要的，其实就是两句话：
Everything is a plugin
Every run is traceable
第一句决定了它为什么能不断长出新能力。
第二句决定了它为什么敢让模型真的去执行。
Cordis 更像整套系统的“底板”。
能力、状态、工具，都像积木一样插在上面；底板撤掉，连同这次运行留下的痕迹也一起消失。
而模型能看到的东西，也不是凭空出现的。
它一定已经先被写进那本“只能往后翻的日记”里。
每一次输入、调用、执行、结果，都能被追踪。
还有一个我很喜欢的理解：
sandbox 只是围栏，E2B 才是真正的搬家。
不是单纯把模型关进一个安全盒子里，
而是把它的“手”和“脚”一起搬进同一个执行环境。
只有这样，思考、工具、文件和执行结果才不会彼此割裂。
如果你也对 DeepSeek Harness的工程设计有兴趣，我的这本图画书应该会比读一大篇源码分析轻松很多。
dsh.177.best
如有不对的地方欢迎各位推友指正
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